Morning stiffness is characteristic symptom of arthritis (rheumatoid arthritis, osteoarthritis, lupus-arthritis) and fibromyalgia.
A warm bath or shower upon rising and practicing some gentle exercises in the bed before you get up, should be helpful.
If you indeed have arthritis, its treatment should ease this stiffness.
